Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Research Scientist (AI): Developing and training foundation models for autonomous driving simulation with an accent on behavior and agent modeling. Focus on designing large-scale deep learning experiments, implementing generative models, and advancing the capabilities of the Waymo Driver.
Location: Onsite in Mountain View or San Francisco, California
Salary: $204,000–$259,000 USD
Company
Waymo is an autonomous driving technology company dedicated to building the world's most trusted driver to improve mobility and safety.
What you will do
- Conduct applied research and development on foundation models for simulation.
- Design and execute experiments by training and evaluating large-scale deep learning models.
- Present research findings and technical results to peers and leadership.
- Write high-quality, maintainable code with comprehensive unit tests and documentation.
- Collaborate with research teams across Alphabet to solve open problems in autonomous driving.
Requirements
- Masters or PhD in deep learning, specifically in behavior modeling, agent modeling, or simulation.
- 3+ years of professional experience with modern deep learning frameworks.
- Proficiency in Python.
- Experience with generative modeling and LLMs or VLMs (e.g., Gemini, Llama, GPT).
- Must be able to work onsite in Mountain View or San Francisco, California.
Nice to have
- Experience with post-training techniques including reinforcement learning.
- Knowledge of model distillation processes.
- Expertise in Transformer architectures.
- Experience with autoencoders and embedding techniques.
Culture & Benefits
- Eligibility for discretionary annual bonus program.
- Participation in company equity incentive plan.
- Comprehensive company benefits program.
- Opportunity to work on cutting-edge autonomous driving technology.
- Collaborative environment with access to Alphabet-wide research initiatives.
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